{"id":"https://openalex.org/W4416078059","doi":"https://doi.org/10.1109/tfuzz.2025.3630481","title":"Constraints Always Satisfied Parameters (CASPs) for Fuzzy Sets Optimization","display_name":"Constraints Always Satisfied Parameters (CASPs) for Fuzzy Sets Optimization","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W4416078059","doi":"https://doi.org/10.1109/tfuzz.2025.3630481"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2025.3630481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3630481","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nottingham-repository.worktribe.com/preview/56142922/Constraints_Always_Satisfied_Parameters_for_Fuzzy_Sets-20251105-supplementary.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004353059","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0001-9719-7361"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4210121621","display_name":"Decision Research","ror":"https://ror.org/0219m2k96","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210121621"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["Laboratory for Uncertainty in Data and Decision Making (LUCID) and the Intelligent Modelling and Analysis (IMA) Research Groups, School of Computer Science, University of Nottingham, Nottingham, U.K","Laboratory for Uncertainty, Data and Decision Making (LUCID), U.K"],"raw_orcid":"https://orcid.org/0000-0001-9719-7361","affiliations":[{"raw_affiliation_string":"Laboratory for Uncertainty in Data and Decision Making (LUCID) and the Intelligent Modelling and Analysis (IMA) Research Groups, School of Computer Science, University of Nottingham, Nottingham, U.K","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Laboratory for Uncertainty, Data and Decision Making (LUCID), U.K","institution_ids":["https://openalex.org/I4210121621"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jerry M. Mendel","orcid":"https://orcid.org/0009-0009-9503-4724"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jerry M. Mendel","raw_affiliation_strings":["Ming Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0009-0009-9503-4724","affiliations":[{"raw_affiliation_string":"Ming Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040516036","display_name":"Jonathan M. Garibaldi","orcid":"https://orcid.org/0000-0002-9690-7074"},"institutions":[{"id":"https://openalex.org/I13591777","display_name":"University of Nottingham Ningbo China","ror":"https://ror.org/03y4dt428","country_code":"CN","type":"education","lineage":["https://openalex.org/I13591777","https://openalex.org/I142263535"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jonathan M. Garibaldi","raw_affiliation_strings":["University of Nottingham, Ningbo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nottingham, Ningbo, China","institution_ids":["https://openalex.org/I13591777"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17114851,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":"4","first_page":"1155","last_page":"1164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7928000092506409,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7928000092506409,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.01899999938905239,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.016200000420212746,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7809000015258789},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6953999996185303},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6053000092506409},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5662000179290771},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5325999855995178},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4422999918460846},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.3725000023841858},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"Constraint satisfaction","score":0.36169999837875366}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7809000015258789},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6953999996185303},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6053000092506409},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5774000287055969},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5552999973297119},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5325999855995178},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4422999918460846},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.3725000023841858},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.36169999837875366},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.3467000126838684},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.3418000042438507},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.328000009059906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3028999865055084},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28790000081062317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28769999742507935},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.28540000319480896},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.2793999910354614},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.2612000107765198}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2025.3630481","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3630481","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:56142915","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/56142915/1/CASPs%20for%20Fuzzy%20Sets%20Optimisation","pdf_url":"https://nottingham-repository.worktribe.com/preview/56142922/Constraints_Always_Satisfied_Parameters_for_Fuzzy_Sets-20251105-supplementary.pdf","source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:nottingham-repository.worktribe.com:56142915","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/56142915/1/CASPs%20for%20Fuzzy%20Sets%20Optimisation","pdf_url":"https://nottingham-repository.worktribe.com/preview/56142922/Constraints_Always_Satisfied_Parameters_for_Fuzzy_Sets-20251105-supplementary.pdf","source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416078059.pdf","grobid_xml":"https://content.openalex.org/works/W4416078059.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,99],"design":[1,63,109],"of":[2,56,104,112],"membership":[3],"functions":[4],"in":[5,90],"fuzzy":[6,113],"systems":[7],"often":[8,24],"requires":[9],"satisfying":[10],"domain,":[11],"semantic,":[12],"and":[13,66,74,93,110],"relational":[14,32],"constraints.":[15,33],"Existing":[16],"methods,":[17],"while":[18],"effective":[19],"at":[20],"enforcing":[21],"parameter":[22],"bounds,":[23],"lack":[25],"flexibility":[26],"or":[27],"fail":[28],"to":[29,106],"address":[30],"complex":[31],"To":[34],"overcome":[35],"these":[36],"limitations,":[37],"this":[38],"paper":[39],"introduces":[40],"the":[41,57,72,102,108],"Constraints":[42],"Always":[43],"Satisfied":[44],"Parameters":[45],"(CASPs)":[46],"framework,":[47],"which":[48],"inherently":[49],"satisfies":[50],"constraints":[51],"during":[52],"optimisation.":[53],"Three":[54],"variants":[55],"CASPs":[58,105],"are":[59],"proposed,":[60],"each":[61],"balancing":[62],"flexibility,":[64],"performance,":[65,92],"interpretability":[67],"differently.":[68],"Experimental":[69],"evaluations":[70],"on":[71],"Electricity":[73],"Laser":[75],"datasets":[76],"demonstrate":[77],"consistent":[78],"constraint":[79],"satisfaction":[80],"across":[81],"all":[82],"runs,":[83],"with":[84],"CASPs-Single":[85],"prioritising":[86],"interpretability,":[87],"CASPs-Free":[88],"excelling":[89],"RMSE":[91],"CASPs-Adapted":[94],"offering":[95],"a":[96],"balanced":[97],"approach.":[98],"results":[100],"highlight":[101],"potential":[103],"enhance":[107],"optimisation":[111],"systems.":[114]},"counts_by_year":[],"updated_date":"2026-04-02T13:48:15.688549","created_date":"2025-11-10T00:00:00"}
